2026
DeepSight: Long-Horizon World Modeling via Latent States Prediction for End-to-End Autonomous Driving
ICML 2026poster
End-to-end autonomous driving systems are increasingly integrating Vision-Language Model (VLM) architectures, incorporating text reasoning or visual reasoning to enhance the robustness and accuracy of driving decisions. However, the reasoning mechanisms employed in most methods are direct adaptation…